TikTok Full Ads MCP Server for LlamaIndex 17 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add TikTok Full Ads as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to TikTok Full Ads. "
"You have 17 tools available."
),
)
response = await agent.run(
"What tools are available in TikTok Full Ads?"
)
print(response)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About TikTok Full Ads MCP Server
Empower your AI agent to orchestrate your entire advertising ecosystem on TikTok with the TikTok Business API, the platform for reaching the most engaged audience in short-form video. By connecting TikTok Ads to your agent, you transform complex campaign management into a natural conversation. Your agent can instantly list your advertiser accounts, audit ad group performance, and retrieve detailed analytics without you ever touching a dashboard. Whether you are scaling e-commerce sales or building brand presence, your agent acts as a real-time ad strategist, ensuring your marketing is always creative and data-driven.
LlamaIndex agents combine TikTok Full Ads tool responses with indexed documents for comprehensive, grounded answers. Connect 17 tools through the Vinkius and query live data alongside vector stores and SQL databases in a single turn — ideal for hybrid search, data enrichment, and analytical workflows.
What you can do
- Advertiser Auditing — List all advertiser accounts associated with your app and retrieve detailed metadata for each.
- Campaign Oversight — List and audit campaigns, ad groups, and individual ads to maintain a structured view of your efforts.
- Creative Intelligence — Query creative assets and metadata to ensure your video content is correctly published and active.
- Integrated Reporting — Retrieve performance reports with flexible dates and dimensions to understand conversion and ROI.
- Audience Management — List custom audiences to ensure your targeting strategy is correctly implemented.
The TikTok Full Ads MCP Server exposes 17 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect TikTok Full Ads to LlamaIndex via MCP
Follow these steps to integrate the TikTok Full Ads MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 17 tools from TikTok Full Ads
Why Use LlamaIndex with the TikTok Full Ads MCP Server
LlamaIndex provides unique advantages when paired with TikTok Full Ads through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine TikTok Full Ads tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain TikTok Full Ads tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query TikTok Full Ads, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what TikTok Full Ads tools were called, what data was returned, and how it influenced the final answer
TikTok Full Ads + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the TikTok Full Ads MCP Server delivers measurable value.
Hybrid search: combine TikTok Full Ads real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query TikTok Full Ads to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying TikTok Full Ads for fresh data
Analytical workflows: chain TikTok Full Ads queries with LlamaIndex's data connectors to build multi-source analytical reports
TikTok Full Ads MCP Tools for LlamaIndex (17)
These 17 tools become available when you connect TikTok Full Ads to LlamaIndex via MCP:
create_campaign
Objective types: TRAFFIC, CONVERSIONS, APP_INSTALL, REACH, VIDEO_VIEWS, LEAD_GENERATION, CATALOG_SALES. Create a new TikTok Ads campaign
get_ad_group_details
Get details for specific ad groups
get_advertiser_balance
Get the current balance and spending of an advertiser
get_advertiser_info
Get TikTok advertiser account details
get_campaign_details
Get full details of specific campaigns by ID
get_performance_report
) and dimensions (campaign_id, adgroup_id, ad_id, stat_time_day) for granular analysis. Get advanced performance reports with custom metrics
list_ad_groups
List all ad groups for an advertiser
list_ad_images
List uploaded image assets for an advertiser
list_ad_videos
List uploaded video assets for an advertiser
list_ads
List all ads for an advertiser
list_audiences
List custom audiences for retargeting
list_campaigns
Supports pagination. List all campaigns for an advertiser
track_pixel_event
g., CompletePayment, AddToCart, ViewContent, SubmitForm) via server-to-server tracking. Send a server-side pixel event to TikTok
update_ad_group_status
Enable, disable, or delete ad groups
update_ad_status
Enable, disable, or delete ads
update_campaign_budget
Update budget for an existing campaign
update_campaign_status
Enable, disable, or delete campaigns
Example Prompts for TikTok Full Ads in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with TikTok Full Ads immediately.
"List all my TikTok advertiser accounts."
"Show me my active campaigns for advertiser ID 67890."
"Get a performance report for advertiser 67890 for last month."
Troubleshooting TikTok Full Ads MCP Server with LlamaIndex
Common issues when connecting TikTok Full Ads to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpTikTok Full Ads + LlamaIndex FAQ
Common questions about integrating TikTok Full Ads MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect TikTok Full Ads with your favorite client
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Microsoft's framework for multi-agent collaborative conversations.
Connect TikTok Full Ads to LlamaIndex
Get your token, paste the configuration, and start using 17 tools in under 2 minutes. No API key management needed.